Research Article

An Automatic Architecture Designing Approach of Convolutional Neural Networks for Road Surface Conditions Image Recognition: Tradeoff between Accuracy and Efficiency

Table 1

Customized portion of the generated CNNs.

valueBlock 1Block 2Block 3Block 4Block 5

1Identity block (128, 128, 256)Identity block (128, 128, 256)Convolutional block (128, 128, 512)NoneNone
0.5NoneConvolutional block (128, 128, 512)NoneNoneNone
0NoneNoneNoneNoneNone